Hi, thanks for the great work on this project.
I noticed that the evaluation setup uses claude-opus-4.5 as the judge LLM. I’d like to better understand whether this model is strictly required for reliable evaluation results.
Specifically, I have a few questions:
- Is
claude-opus-4.5 required for the judge LLM, or is it only the recommended/default option?
- Have you tested cheaper judge models, such as
deepseek-v4-pro, for the same evaluation tasks?
- If a cheaper model is used as the judge LLM, is there any known degradation in evaluation quality, consistency, or correlation with human judgments?
The main motivation is cost reduction. If a cheaper model can provide comparable judging quality, it would make large-scale evaluations much more affordable.
Thanks!
Hi, thanks for the great work on this project.
I noticed that the evaluation setup uses
claude-opus-4.5as the judge LLM. I’d like to better understand whether this model is strictly required for reliable evaluation results.Specifically, I have a few questions:
claude-opus-4.5required for the judge LLM, or is it only the recommended/default option?deepseek-v4-pro, for the same evaluation tasks?The main motivation is cost reduction. If a cheaper model can provide comparable judging quality, it would make large-scale evaluations much more affordable.
Thanks!